Shangyu Luo

20 papers A* 2A 1Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
AdaNDV: Adaptive Number of Distinct Value Estimation via Learning to Select and Fuse Estimators.
CoRR
Xianghong Xu, Tieying Zhang, Xiao He, Haoyang Li, Rong Kang, Shuai Wang, Linhui Xu, Zhimin Liang, Shangyu Luo, Lei Zhang, Jianjun Chen
2025 J jnl
veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System.
Proc. VLDB Endow.
Jianjun Chen, Li Zhang, Yu Xie, Wei Ding, Lixun Cao, Ye Liu, Yonghua Ding, Fangshi Li, Ke Wu, Haibo Xiu, Kui Wei, Le Cai, Rui Chang, Yuxiang Chen, Yuanjin Lin, Shangyu Luo, Jianfeng Qian, Xu Wang, Zikang Wang, Jian Zhang, Mingyi Zhang, Shicai Zeng, Jason Sun, Lei Zhang, Rui Shi, Pengwei Zhao
2024 J jnl
AdaNDV: Adaptive Number of Distinct Value Estimation via Learning to Select and Fuse Estimators.
Proc. VLDB Endow.
Xianghong Xu, Tieying Zhang, Xiao He, Haoyang Li, Rong Kang, Wang Shuai, Linhui Xu, Zhimin Liang, Shangyu Luo, Lei Zhang, Jianjun Chen
2023 A* conf
Accelerating Cloud-Native Databases with Distributed PMem Stores.
ICDE
Jason Sun, Haoxiang Ma, Li Zhang, Huicong Liu, Haiyang Shi, Shangyu Luo, Kai Wu, Kevin Bruhwiler, Cheng Zhu, Yuanyuan Nie, Jianjun Chen, Lei Zhang, Yuming Liang
2022 J jnl
ByteHTAP: ByteDance's HTAP System with High Data Freshness and Strong Data Consistency.
Proc. VLDB Endow.
Jianjun Chen, Yonghua Ding, Ye Liu, Fangshi Li, Li Zhang, Mingyi Zhang, Kui Wei, Lixun Cao, Dan Zou, Yang Liu, Lei Zhang, Rui Shi, Wei Ding, Kai Wu, Shangyu Luo, Jason Sun, Yuming Liang
2021 — conf
Automatic Optimization of Matrix Implementations for Distributed Machine Learning and Linear Algebra.
SIGMOD Conference
Shangyu Luo, Dimitrije Jankov, Binhang Yuan, Chris Jermaine
2021 J jnl
Distributed Numerical and Machine Learning Computations via Two-Phase Execution of Aggregated Join Trees.
Proc. VLDB Endow.
Dimitrije Jankov, Binhang Yuan, Shangyu Luo, Chris Jermaine
2020 J jnl
Declarative Recursive Computation on an RDBMS: or, Why You Should Use a Database For Distributed Machine Learning.
SIGMOD Rec.
Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao
2020 J jnl
Scalable linear algebra on a relational database system.
Commun. ACM
Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Dimitrije Jankov, Christopher M. Jermaine
2019 J jnl
Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning.
CoRR
Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao
2019 J jnl
Declarative Recursive Computation on an RDBMS.
Proc. VLDB Endow.
Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao
2019 J jnl
Scalable Linear Algebra on a Relational Database System.
IEEE Trans. Knowl. Data Eng.
Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine
2018 — conf
PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development.
SIGMOD Conference
Jia Zou, R. Matthew Barnett, Tania Lorido-Botran, Shangyu Luo, Carlos Monroy, Sourav Sikdar, Kia Teymourian, Binhang Yuan, Chris Jermaine
2018 J jnl
Scalable Linear Algebra on a Relational Database System.
SIGMOD Rec.
Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine
2017 J jnl
PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development.
CoRR
Jia Zou, R. Matthew Barnett, Tania Lorido-Botran, Shangyu Luo, Carlos Monroy, Sourav Sikdar, Kia Teymourian, Binhang Yuan, Chris Jermaine
2017 A conf
SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning.
CIDR
Tarek Elgamal, Shangyu Luo, Matthias Boehm, Alexandre V. Evfimievski, Shirish Tatikonda, Berthold Reinwald, Prithviraj Sen
2017 A* conf
Scalable Linear Algebra on a Relational Database System.
ICDE
Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine
2017 — conf
The BUDS Language for Distributed Bayesian Machine Learning.
SIGMOD Conference
Zekai J. Gao, Shangyu Luo, Luis Leopoldo Perez, Chris Jermaine
2014 — conf
A comparison of platforms for implementing and running very large scale machine learning algorithms.
SIGMOD Conference
Zhuhua Cai, Zekai J. Gao, Shangyu Luo, Luis Leopoldo Perez, Zografoula Vagena, Christopher M. Jermaine
2012 — conf
HRItk: The Human-Robot Interaction ToolKit Rapid Development of Speech-Centric Interactive Systems in ROS.
SDCTD@NAACL-HLT
Ian R. Lane, Vinay Prasad, Gaurav Sinha, Arlette Umuhoza, Shangyu Luo, Akshay Chandrashekaran, Antoine Raux